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Concept
Concept_relationshi
p
Concept_ancestor
Vocabulary
Source_to_concept_
map
Relationship
Concept_synonym
Drug_strength
Cohort_definition
Standardized vocabularies
Attribute_definition
Domain
Concept_class
Cohort
Dose_era
Condition_era
Drug_era
Cohort_attribut
e
Standardized
derived elements
Standardized clinical data
Drug_exposure
Condition_occurrenc
e
Procedure_occurrenc
e
Visit_occurrence
Measurement
Observation_period
Payer_plan_period
Provider
Care_siteLocation
Death
Cost
Device_exposure
Observation
Note
Standardized health system
data
Fact_relationship
Specimen
CDM_source
Standardized
meta-data
Standardized
health
economics
Person
Japa
n
North
America
Chin
a
Australi
a
Europ
e
Switzerla
nd
Ital
y
Indi
a
So
Africa
Isra
el
UK
Analytical
method:
Adherence to Drug
Application
to data
One SAS or R
script for each
study
Not scalable
Expensive
Slow
Prohibitive to
non-expert
routine use
North America Southeast Asia
China
Europe UK Japan
India
So Africa Switzerland Italy
Israel
Mortality
Adherence
Safety
Signals
Source of
Business
Standardize
d data
Standardized methods: ATLAS
North America Southeast Asia
China
Europe UK Japan
India
So Africa Switzerland Italy
Israel
North America Southeast Asia
China
Europe UK Japan
India
So Africa Switzerland Italy
Israel
China
EMR Asset
EMR Asset
Claims
Asset
Claims
Asset
Claims
Asset
EMR AssetEMR Asset
EMR Asset
Claims
Asset
Claims
Asset
EMR
EMR
EMR
EMR
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